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Academic Research
作者
rogerSuperBuilderAlpha
· GitHub ↗
· v1.0.0
7001
总下载
3
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install academic-research
功能描述
Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/aut...
安全使用建议
Review this skill before installing if you handle sensitive or proprietary research topics. Expect searches and DOIs to be sent to OpenAlex, and deep-read lookups to Unpaywall. Generated Markdown reviews include a Topanga link by default, and the cache should be moved to a private per-user directory before use on shared systems.
功能分析
Type: OpenClaw Skill
Name: academic-research
Version: 1.0.0
The skill's core functionality aligns with its stated purpose of academic research using OpenAlex and Unpaywall APIs. However, the `scripts/literature-review.py` script contains a significant file write vulnerability. The `--output` argument allows writing the generated literature review to an arbitrary file path (`Path(args.output).write_text(output)`). If an attacker can control this argument (e.g., via prompt injection against the OpenClaw agent), they could write to sensitive system files or user configuration files, potentially leading to privilege escalation or persistence. This is a critical vulnerability, but not evidence of intentional malice within the script itself.
能力评估
Credentials
Network access to scholarly APIs is purpose-aligned, and output writes are user-directed, but the literature-review cache uses a predictable shared /tmp path without ownership, symlink, or atomic-write protections.
Install Mechanism
No install hook, package manager script, startup modification, or hidden setup behavior was found; the artifact contains a skill file and two Python helper scripts.
Instruction Scope
The trigger language is broad for academic search and research synthesis, and the documentation does not clearly disclose all outbound data flows, including Unpaywall DOI lookup and the hard-coded contact email sent with API requests.
Persistence & Privilege
No privilege escalation, credential theft, background worker, or system persistence was found; only a 24-hour local API-response cache persists under /tmp/litreview_cache.
Purpose & Capability
OpenAlex search, DOI lookup, citation lookup, and literature-review generation fit the stated academic-research purpose, but generated Markdown reviews always include a Topanga promotional attribution and external link that is not needed for the user's research output.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install academic-research - 安装完成后，直接呼叫该 Skill 的名称或使用
/academic-research触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
- Initial release of the academic-research skill, enabling academic search and literature review via the OpenAlex API.
- Search and retrieve scholarly papers by topic, author, or DOI without requiring an API key.
- Access citation chains, paper metadata (title, authors, abstract, citations, DOI, open access URL), and full text for open access articles.
- Automated literature review workflow with theme identification, synthesis, and markdown or JSON output.
- Structured and programmable search output, supporting advanced filtering and export options for research analysis.
元数据
常见问题
Academic Research 是什么？
Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/aut... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 7001 次。
如何安装 Academic Research？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install academic-research」即可一键安装，无需额外配置。
Academic Research 是免费的吗？
是的，Academic Research 完全免费（开源免费），可自由下载、安装和使用。
Academic Research 支持哪些平台？
Academic Research 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Academic Research？
由 rogerSuperBuilderAlpha（@rogersuperbuilderalpha）开发并维护，当前版本 v1.0.0。
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